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A Method of Identifying Causes of Prediction Errors to Accelerate MLOps
MLOpsを促進する予測ミス要因の自動特定法
2021
MLOpsを促進する予測ミス要因の自動特定法
Preserved Fulltext
MLOps, techniques for solving problems in AI model operation, has been attracting attention. In this study, we propose a new method to automatically identify the causes of prediction errors that occur during the operation of AI models.We show the analysis results of prediction errors using the proposed method through experiments.
doi:10.11517/pjsai.jsai2021.0_2g3gs2e04
fatcat:ymsyi4bu6zemxmglulx6xsanwq